Exchange Online Powershell - some commands are not working with Azure Automation

dumbosettle 1 Reputation point
2022-12-29T13:57:18.977+00:00

I have an Azure Automation which connects to Exchange with certificate (setup follows this). I can successfully connect with a runbook, and run commands like Get-ExoRecipient, Get-ExoMailbox on user accounts or just use Get-AcceptedDomain.
However if I try to use the commands Get-ExoMailboxStatistics or Get-EXOMailboxPermission, I receive an error of "User is not allowed to call Get-MailboxStatistics" (sic!) and ""User is not allowed to call Get-MailboxPermission" (sic!). Longer error message is attached 274826-automat-xchange-bug.txt.
The application have the Exchange Administrator role, Exchange.ManageAsApp API permission, and also tried out with and without adding it to a custom Exchange role group and giving various extra Exchange permissions - without any change in the error message. Tried with both EOL PS 2.0.5, 3.0.0 & 3.1.0, same error everywhere.
What kind of privilige do I need to add to the automation to make those two commands working?

I have no problems running the script on my PC, with my own personal admin account.

Azure Automation
Azure Automation
An Azure service that is used to automate, configure, and install updates across hybrid environments.
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